Silas Kitum

Key Skills

Software

AWS SageMaker

Appen

CrowdSource

OneForma

Remotasks

Scale AI

Top Subject Matter

self driving car imagery

LLm evaluatin in spanish

satellite image segmentation

Top Data Types

Computer Code Programming

Document

Image

Top Task Types

Bounding Box

Cuboid

Data Collection

Evaluation Rating

Text Generation

Freelancer Overview

I have extensive experience in data labeling and preparing training data for AI models across a variety of domains. With over 5 years working on data labeling projects, I have labeled data for computer vision tasks like image classification and object detection, as well as natural language processing tasks like sentiment analysis, named entity recognition, and text classification. I am highly skilled in using data labeling tools and platforms like Cloud Factory, Scale AI, Labeled.com, and Appen. I have worked on projects spanning e-commerce product catalogs, medical imaging, social media content moderation, and more. A key strength is my ability to understand and apply detailed labeling taxonomies and guidelines consistently and accurately. I also have experience in quality assurance, data validation, and managing teams of data labelers. My skills in data labeling are complemented by my educational background with a BS in Computer Science, allowing me to deeply understand the data needs for training robust AI/ML models.

Labeling Experience

AI Trainer

Scale AITextBounding BoxClassification

As a freelance AI data trainer, my role involves annotating, labeling, and categorizing diverse datasets that are used to train machine learning models. I accurately annotate text, images, audio, and video files according to provided guidelines. I also categorize data into predefined taxonomies, validate existing datasets, and ensure high quality through keen attention to detail. Working remotely for companies, startups, or crowdsourcing platforms like Remotask, I manage my own workload and collaborate with project managers. Strong language proficiency, critical thinking skills, and the ability to follow instructions precisely are essential for me. My contributions play a vital role in improving the performance of AI systems across various applications.

As a freelance AI data trainer, my role involves annotating, labeling, and categorizing diverse datasets that are used to train machine learning models. I accurately annotate text, images, audio, and video files according to provided guidelines. I also categorize data into predefined taxonomies, validate existing datasets, and ensure high quality through keen attention to detail. Working remotely for companies, startups, or crowdsourcing platforms like Remotask, I manage my own workload and collaborate with project managers. Strong language proficiency, critical thinking skills, and the ability to follow instructions precisely are essential for me. My contributions play a vital role in improving the performance of AI systems across various applications.

2020

AI Data Labeler

Aws SagemakerTextBounding BoxText Generation

On Amazon Mechanical Turk, my role as a freelance AI data trainer involves tackling various data annotation jobs critical for training machine learning models. This includes tasks like carefully annotating text documents, categorizing images, transcribing audio recordings, validating existing datasets for errors, and completing micro-tasks related to surveys, sentiment analysis, or content moderation. With a sharp eye for detail and strict adherence to provided guidelines, I ensure high-quality, consistent data annotation. Efficient workload management, meeting deadlines, and clear communication are essentials. My meticulous efforts directly contribute to enhancing the accuracy and performance of AI systems across multiple industries.

On Amazon Mechanical Turk, my role as a freelance AI data trainer involves tackling various data annotation jobs critical for training machine learning models. This includes tasks like carefully annotating text documents, categorizing images, transcribing audio recordings, validating existing datasets for errors, and completing micro-tasks related to surveys, sentiment analysis, or content moderation. With a sharp eye for detail and strict adherence to provided guidelines, I ensure high-quality, consistent data annotation. Efficient workload management, meeting deadlines, and clear communication are essentials. My meticulous efforts directly contribute to enhancing the accuracy and performance of AI systems across multiple industries.

2022 - 2024

Education

Work History